Research
Publications
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- Mastering Board Games by External and Internal Planning with Language Models
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- How Well Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
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- Understanding LLM Embeddings for Regression
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- AI can help humans find common ground in democratic deliberation
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- Prompting Considered Harmful
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- Predicting from Strings: Language Model Embeddings for Bayesian Optimization
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- Diffusion model predictive control
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- Learned feature representations are biased by complexity, learning order, position, and more
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- Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
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- The Vizier Gaussian Process Bandit Algorithm
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- Swim till you sink: Computing the limit of a game
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- Achieving Human Level Competitive Robot Table Tennis
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- Pre-trained Gaussian processes for Bayesian optimization
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- Mixture of Nested Experts: Adaptive Processing of Visual Tokens
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- Levels of AGI for Operationalizing Progress on the Path to AGI
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- Language models, like humans, show content effects on reasoning tasks
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- Neural Climate Data Compression
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- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
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- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
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